zhuyiche

mynet

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

cell

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

Curve

An Integrated Experimental Platform for time series data anomaly detection.

dcgan_code

Deep Convolutional Generative Adversarial Networks

deep-person-reid

Pytorch implementation of deep person re-identification models.

DeepADoTS

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

deepbayes-2018

Seminars DeepBayes Summer School 2018

fastai

The fast.ai deep learning library, lessons, and tutorials

gcForest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

his_classification

IronClassification

LovaszSoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

medicaltorch

A medical imaging framework for Pytorch

Metis

Metis is a learnware platform in the field of AIOps.

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

s-vae-pytorch

Pytorch implementation of Hyperspherical Variational Auto-Encoders

s-vae-tf

Tensorflow implementation of Hyperspherical Variational Auto-Encoders

scikit-learn

scikit-learn: machine learning in Python

shipdetection

StarGAN

PyTorch Implementation of StarGAN - CVPR 2018

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

TSAD-Evaluator

Intel Labs open source repository for time series anomaly detection evaluator

tslearn

A machine learning toolkit dedicated to time-series data

Variational-Lstm-Autoencoder

Lstm variational auto-encoder API for time series anomaly detection and features extraction

waveglow

A Flow-based Generative Network for Speech Synthesis